Diagnose location-sorted recommender causing revenue drop
Company: Uber
Role: Data Scientist
Category: Machine Learning
Difficulty: medium
Interview Round: Onsite
Quick Answer: This question evaluates skills in diagnosing production recommender systems, causal inference and experimentation, multi-objective ranking and safe exploration, and instrumentation within the machine learning domain of recommender systems and online experimentation.